The regression model of ordinary least squares is only a kind of analysis based on the conditional mean, that is, the mean of the dependent variable Y is given under the condition that the independent variable X is given. However, in many practical applications, the influence of the independent variable X on the dependent variable Y varies with the size of the Y.

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quantreg.m

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